{"schema_version":"onlylabs.public_signal.v1","title":"Replicate Writing: Fine-tune FLUX.1 with an API","description":"Replicate writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/fbf15e5a-0375-4ec9-857d-b67a39dee7b1","json_url":"https://onlylabs.fyi/signals/fbf15e5a-0375-4ec9-857d-b67a39dee7b1/signal.json","generated_at":"2026-06-07T21:16:24.633027+00:00","org":{"slug":"replicate","name":"Replicate","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/replicate","dossier_json_url":"https://onlylabs.fyi/labs/replicate/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/fbf15e5a-0375-4ec9-857d-b67a39dee7b1","signal_json":"https://onlylabs.fyi/signals/fbf15e5a-0375-4ec9-857d-b67a39dee7b1/signal.json","source":"https://replicate.com/blog/fine-tune-flux-with-an-api","lab_dossier":"https://onlylabs.fyi/labs/replicate","lab_dossier_json":"https://onlylabs.fyi/labs/replicate/dossier.json","analysis":"https://onlylabs.fyi/analysis/replicate","analysis_json":"https://onlylabs.fyi/analysis/replicate/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/replicate/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Replicate published Fine-tune FLUX.1 with an API. 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It’s fast (under 2 minutes), cheap (under $2), and gives you a warm, runnable model plus LoRA weights to download. FLUX.1 is all the rage these days, and for good reason. It’s a fast, powerful image generation model that’s easy to use and fine-tune, and it generates stunning images . Last week we brought you a guide to fine-tuning Flux with faces . That guide used an entirely web-based flow to create a fine-tuned Flux model, without writing a single line of code. We heard from some users that they would like to fine-tune Flux with an API, so we’re back this week with another tutorial that shows you how to do just that. In this guide, you’ll create and run your own fine-tuned Flux models programmatically using Replicate’s HTTP API. Kick off your Flux trainings programmatically with Replicate’s HTTP API. Step 0: Prerequisites Here’s what you’ll need to get started: A Replicate account A handful of training images A small budget of 2-3 US dollars for training costs cURL , the beloved..."},"evidence_pages":[{"url":"https://replicate.com/blog/fine-tune-flux-with-an-api","final_url":"https://replicate.com/blog/fine-tune-flux-with-an-api","title":"Fine-tune FLUX.1 with an API","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:16:24.633027+00:00","bytes":61021,"raw_path":"ac9d7709cff22f2f9a648344456ce5f6d9263edd4c26a0ebffcb726eeb69df11.html","content_hash":"91adc68ec2e693153c99c88dfdf20a3f7807d005e504cfcf9aa6f5843bf063c3","excerpt_chars":1200,"truncated":true,"excerpt":"Fine-tune FLUX.1 with an API – Replicate blog Replicate Blog Fine-tune FLUX.1 with an API Posted September 9, 2024 by zeke Info You can now fine-tune models with the fast FLUX trainer on Replicate. It’s fast (under 2 minutes), cheap (under $2), and gives you a warm, runnable model plus LoRA weights to download. FLUX.1 is all the rage these days, and for good reason. It’s a fast, powerful image generation model that’s easy to use and fine-tune, and it generates stunning images . Last week we brought you a guide to fine-tuning Flux with faces . That guide used an entirely web-based flow to create a fine-tuned Flux model, without writing a single line of code. We heard from some users that they would like to fine-tune Flux with an API, so we’re back this week with another tutorial that shows you how to do just that. In this guide, you’ll create and run your own fine-tuned Flux models programmatically using Replicate’s HTTP API. Kick off your Flux trainings programmatically with Replicate’s HTTP API. 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